conftrace_

long-term prediction

25 papers

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Co-occurring keywords

recurrent neural network (1790) dynamical system (398) video prediction (140) human motion prediction (61) action anticipation (42) time series forecasting (364) video understanding (1658) long-term forecasting (20) neural network (6616) future frame (8)

Papers

Bridging Machine Learning and Physics for Scalable Long-Term Building Temperature Prediction (Student Abstract) AAAI 2026
LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting ACL 2025
Unlocking the Power of Patch: Patch-Based MLP for Long-Term Time Series Forecasting AAAI 2025
MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Action Anticipation CVPR 2025
Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction AAAI 2025
Mixture-of-Linear-Experts for Long-term Time Series Forecasting AISTATS 2024
Causal Contrastive Learning for Counterfactual Regression Over Time NIPS 2024
GigaTraj: Predicting Long-term Trajectories of Hundreds of Pedestrians in Gigapixel Complex Scenes CVPR 2024
Combining Slow and Fast: Complementary Filtering for Dynamics Learning AAAI 2023
Disentangled Generative Models for Robust Prediction of System Dynamics ICML 2023
Future Transformer for Long-Term Action Anticipation CVPR 2022
Video Prediction Recalling Long-Term Motion Context via Memory Alignment Learning CVPR 2021
Goal-Driven Long-Term Trajectory Prediction WACV 2021
CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting AAAI 2021
From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction JMLR 2021
Learning Dynamics Models with Stable Invariant Sets AAAI 2021
Variational Integrator Networks for Physically Structured Embeddings AISTATS 2020
Human Motion Prediction via Spatio-Temporal Inpainting ICCV 2019
Time-Conditioned Action Anticipation in One Shot CVPR 2019
A Neural Temporal Model for Human Motion Prediction CVPR 2019
When Will You Do What? - Anticipating Temporal Occurrences of Activities CVPR 2018
Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamics IJCAI 2018
Hierarchical Long-term Video Prediction without Supervision ICML 2018
Learning to Generate Long-term Future via Hierarchical Prediction ICML 2017
Optimizing Long-term Predictions for Model-based Policy Search CORL 2017